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100 1 _aZhang, David,
_d1949-
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245 1 0 _aDiscriminative Learning in Biometrics
_cby David Zhang, Yong Xu, Wangmeng Zuo
260 _aSingapore
_bSpringer
_c2016
300 _a1 recurso en línea (XIII, 266 p.) 110 il., 73 il. col.
336 _aTexto (visual)
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
338 _aonline resource
_bcr
_2rdacarrier
505 0 _a1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work.
520 _aThis monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition. .
942 _2lcc
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988 0 0 _aEBOOK, EBSPRINGER
650 0 7 _aReconocimiento de formas
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650 0 7 _aBiometría
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_9139105
650 0 7 _aInformática
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_2embne
_9139268
700 1 _aXu, Yong.
_999266
_0Local
700 1 _aZuo, Wangmeng
_0Local
_9100979
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-981-10-2056-8
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
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_b10-10-17
_c21-11-16
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